According to Nvidia, the open-source GPU kernel modules have helped deliver “equivalent or better” application performance compared to its proprietary kernels. The company has also added new features like Heterogeneous Memory Management (HMM) support, confidential computing, and the coherent memory architectures of the Grace platform to its open-source kernels.